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AI

Data mining is a big business. These times everything is analysed. Everyone is analysing mouse clicks, mouse movements, customer purchase patterns. Such analysis has proven to give profitable insights that are driving businesses further than ever before. Big companies such as google, amazon and Facebook are in heavy use of it. It is used to keep track of customers and feed the   Data can be mined...

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In these times, computer vision is growing as never before. Many things can be mentioned as a reason, but in my view the main reasons are the following: Advancements in hardware The emergence of deep learning The advent of large datasets The increase in computer vision applications   Better and More Dedicated Hardware One of the main reasons why image processing is such a difficult problem is that...

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There are many many deep learning models out there doing various things. Depending on the exact task they are solving, they may be made differently. Some uses convolution followed by pooling. Some uses several convolutional layers before there is any pooling layer. Some uses max-pooling. Some uses mean-pooling. Some have a dropout added. Some have a batch-norm layer here and there. Some uses sigmoid neurons,...

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Vital Signal Estimation Heart rate estimation belongs in the field called “Vital Signal Estimation” (VSE). In computer vision, VSE has been around for a while. One of the more famous attempts at this comes from 2012 from a paper entitled “Eulerian Video Magnification for Revealing Subtle Changes in the World” that was published at SIGGRAPH by MIT.   Basically, the way that VSE was implemented by MIT was...

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Quality assurance can be defined as the maintenance of a desired level of quality in a service or product, especially by means of attention to every stage of the process of production. Automating QA by using an autonomous, self-improving AI solution can drastically save time and resources. The automotive, life science, robotics and consumer goods industries are already benefiting from technologies brought to us by...

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What is AI?   Artificial Intelligence (AI) is the field of computer science dedicated to solving cognitive problems commonly associated with human intelligence, such as learning, problem solving, and pattern recognition. AI, In the most general of terms, refers to an area of computer science that makes machines do things that would require intelligence if done by a human. This includes tasks like learning, seeing, talking, socializing, reasoning, problem solving...

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A human eye has between six and seven million cone cells, containing one of three colour-sensitive proteins known as opsins. When photons of light hit these opsins, they change shape, triggering a cascade that produces electrical signals, which in turn transmit the messages to the brain for interpretation.   This whole process is a very complex phenomenon and making a machine to interpret this at a human...

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